64 Open source projects that are alternatives of or similar to Collaborative Gan Sampling

DGMs for NLP. A roadmap.

Official PyTorch implementation of GDWCT (CVPR 2019, oral)

No description or website provided.

Automatic feature engineering using Generative Adversarial Networks using Deeplearning4j and Apache Spark.

Software and pre-trained models for automatic photo quality enhancement using Deep Convolutional Networks

GAN in Tensorflow to be run via Linux command line

Code repository for Frontiers article 'Generative Adversarial Networks for Image-to-Image Translation on Multi-Contrast MR Images - A Comparison of CycleGAN and UNIT'

My implementation of various GAN (generative adversarial networks) architectures like vanilla GAN (Goodfellow et al.), cGAN (Mirza et al.), DCGAN (Radford et al.), etc.

Official Implementation for "Only a Matter of Style: Age Transformation Using a Style-Based Regression Model"

Official implementation of the paper "You Only Need Adversarial Supervision for Semantic Image Synthesis" (ICLR 2021)

A high-level framework for advanced deep learning with TensorFlow

Code to train and evaluate the GeNeVA-GAN model for the GeNeVA task proposed in our ICCV 2019 paper "Tell, Draw, and Repeat: Generating and modifying images based on continual linguistic instruction"

Generative Adversarial Network for single image super-resolution in high content screening microscopy images

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

Collection of generative models in Tensorflow

Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression

papers and codes about GAN

Keras implementations of Generative Adversarial Networks. GANs, DCGAN, CGAN, CCGAN, WGAN and LSGAN models with MNIST and CIFAR-10 datasets.

CVPR 2019: "Pluralistic Image Completion"

[CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".

CFG-GAN: Composite functional gradient learning of generative adversarial models

Pytorch implementation of Generated Image Quality Assessment

Easy-to-follow Pytorch tutorial Notebook for Multi-Agent-Diverse-Generative-Adversarial-Networks

Pytorch implementation of pix2pix for various datasets.

tensorflow2.x implementations of Generative Adversarial Networks.

Generator loss to reduce mode-collapse and to improve the generated samples quality.

Research Framework for easy and efficient training of GANs based on Pytorch

Codes for the paper 'Learning to Fuse Music Genres with Generative Adversarial Dual Learning' ICDM 17

PyTorch implementation of Conditional Deep Convolutional Generative Adversarial Networks (cDCGAN)

Generative Adversarial Transformers

A PyTorch implementation of alpha-GAN

CVPR 2021: "Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE"

Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network implemented in Keras

Keras implementation of "DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks"

This is a pix2pix demo that learns from pose and translates this into a human. A webcam-enabled application is also provided that translates your pose to the trained pose. Everybody dance now !

Generative Deep Learning Sessions led by Anugraha Sinha (Machine Learning Tokyo)

Deep Learning Summer School + Tensorflow + OpenCV cascade training + YOLO + COCO + CycleGAN + AWS EC2 Setup + AWS IoT Project + AWS SageMaker + AWS API Gateway + Raspberry Pi3 Ubuntu Core

Implementation of Papers on Adversarial Examples

Learning Chinese Character style with conditional GAN

This is a pix2pix demo that learns from edge and translates this into view. A interactive application is also provided that translates edge to view.

SteganoGAN is a tool for creating steganographic images using adversarial training.

Speech Enhancement Generative Adversarial Network in TensorFlow

PyTorch code accompanying our paper on Maximum Entropy Generators for Energy-Based Models

Semi-supervised Learning GAN

Periodic Spatial Generative Adversarial Networks

[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics

Project Page of 'Synthesizing Coupled 3D Face Modalities by Trunk-Branch Generative Adversarial Networks'

[CVPR 2022] StyleGAN-V: A Continuous Video Generator with the Price, Image Quality and Perks of StyleGAN2

Deep Learning in Haskell

[CVPR 2020 Workshop] A PyTorch GAN library that reproduces research results for popular GANs.

An implementation of DiscoGAN in tensorflow

Guided Conditional Wasserstein GAN for De Novo Protein Design

Pedestrian-Synthesis-GAN: Generating Pedestrian Data in Real Scene and Beyond

Implementation of TransGanFormer, an all-attention GAN that combines the finding from the recent GanFormer and TransGan paper

Pretrained GANs + VAEs + classifiers for MNIST/CIFAR in pytorch.

Generative Adversarial Networks (GANs) resources sorted by citations

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN

[IEEE TIP'2021] "EnlightenGAN: Deep Light Enhancement without Paired Supervision" by Yifan Jiang, Xinyu Gong, Ding Liu, Yu Cheng, Chen Fang, Xiaohui Shen, Jianchao Yang, Pan Zhou, Zhangyang Wang

Invert the color of MNIST images with PyTorch

GAN model using PyTorch